publication_type publication_year number author title journal_title volume_number issue_number start_page end_page doi reported_at Paper 2023 1 Jianbo Lin, Ryo Tamura, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki Determination of hyper-parameters in the atomic descriptors for efficient and robust molecular dynamics simulations with machine learning forces Physical Chemistry Chemical Physics 25 27 17978 17986 https://doi.org/10.1039/d3cp01922e 2023-09-28 20:29:36 +0900 Paper 2022 1 Ryo Tamura, Momo Matsuda, Jianbo Lin, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki Structural analysis based on unsupervised learning: Search for a characteristic low-dimensional space by local structures in atomistic simulations Physical Review B 105 7 https://doi.org/10.1103/physrevb.105.075107 2023-09-28 20:29:36 +0900 Paper 2021 1 W. T. Geng, V. Wang, J. B. Lin, T. Ohno, J. Nara Angle Dependence of Interlayer Coupling in Twisted Transition Metal Dichalcogenide Heterobilayers The Journal of Physical Chemistry C 125 1 1048 1053 https://doi.org/10.1021/acs.jpcc.0c09372 2023-09-28 20:29:36 +0900 Paper 2020 1 Xiangyue Meng, Yanbo Wang, Jianbo Lin, Xiao Liu, Xin He, Julien Barbaud, Tianhao Wu, Takeshi Noda, Xudong Yang, Liyuan Han Surface-Controlled Oriented Growth of FASnI3 Crystals for Efficient Lead-free Perovskite Solar Cells Joule 4 4 902 912 https://doi.org/10.1016/j.joule.2020.03.007 2023-09-28 20:29:36 +0900 Paper 2019 1 Xiangyue Meng, Jianbo Lin, Xiao Liu, Xin He, Yong Wang, Takeshi Noda, Tianhao Wu, Xudong Yang, Liyuan Han "Highly Stable and Efficient FASnI 3 ‐Based Perovskite Solar Cells by Introducing Hydrogen Bonding" Advanced Materials 31 42 1903721 https://doi.org/10.1002/adma.201903721 2023-09-28 20:29:36 +0900 Paper 2019 2 David R. Bowler, Jack S. Baker, Jack T. L. Poulton, Shereif Y. Mujahed, Jianbo Lin, Sushma Yadav, Zamaan Raza, Tsuyoshi Miyazaki CONQUESTによる大規模DFT計算に対する高精度局在基底 Japanese Journal of Applied Physics 58 10 100503 https://doi.org/10.7567/1347-4065/ab45af 2023-09-28 20:29:36 +0900 Paper 2019 3 Ryo Tamura, Jianbo Lin, Tsuyoshi Miyazaki Machine Learning Forces Trained by Gaussian Process in Liquid States: Transferability to Temperature and Pressure Journal of the Physical Society of Japan 88 4 044601 https://doi.org/10.7566/jpsj.88.044601 2023-09-28 20:29:36 +0900